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Chinese Journal of Hepatic Surgery(Electronic Edition) ›› 2023, Vol. 12 ›› Issue (02): 206-210. doi: 10.3877/cma.j.issn.2095-3232.2023.02.016

• Clinical Research • Previous Articles     Next Articles

Construction of prediction model for influencing factors of delayed postoperative T-tube removal in patients with recurrent intrahepatic bile duct stones

Zihan Li1, Tian Pu1, Jiangming Chen1, Qi Guo1, Dong Jiang1, Zixiang Chen1, Fubao Liu1,()   

  1. 1. Department of General Surgery, the First Affiliated Hospital of Anhui Medical University, Hefei 230001, China
  • Received:2022-12-08 Online:2023-03-28 Published:2023-03-28
  • Contact: Fubao Liu

Abstract:

Objective

To identify the influencing factors of delayed T-tube removal (>2 months) in patients with recurrent intrahepatic bile duct stones, and to establish a Nomogram prediction model.

Methods

Clinical data of 180 patients with recurrent intrahepatic bile duct stones who underwent surgery and retained T-tube drainage in the First Affiliated Hospital of Anhui Medical University from January 2018 to December 2021 were retrospectively analyzed. The informed consents of all patients were obtained and the local ethical committee approval was received. Among them, 54 patients were male and 126 female, aged from 15 to 85 years, with a median age of 57 years. Univariate and multivariate Logistic regression analyses were performed for the influencing factors of delayed postoperative T-tube removal. Based on the obtained independent risk factors, Nomogram prediction model was established. The prediction model was evaluated by the consistency index (C-index), calibration curve verification and ROC curve.

Results

The median time of T-tube indwelling was 2(1,3) months. T-tube removal was delayed in 70 cases after operation. Multivariate Logistic regression analysis showed that delayed removal of intrahepatic stones, bilateral distribution of intrahepatic stones, intrahepatic bile duct steonosis, preoperative elevated WBC, TB≥34.2 μmol/Lon postoperative 1 day and positive results of bile culture were the independent risk factors for delayed T-tube removal in patients with recurrent intrahepatic bile duct stones (HR=2.609, 2.684, 5.250, 4.794, 4.035, 2.991; P<0.05). The C-index of the Nomogram prediction model constructed based upon these factors was 0.800 (95%CI: 0.735-0.866), and the optimal cut-off value of total score was 134. The sensitivity and specificity of the Nomogram model were 0.56 and 0.88, respectively.

Conclusions

The risk factors of delayed T-tube removal in patients with recurrent intrahepatic bile duct stones include delayed removal of intrahepatic stones, bilateral distribution of intrahepatic stones, intrahepatic bile duct stenosis, bile duct inflammation and injury. The Nomogram prediction model can preliminarily predict the short-term postoperative recovery of patients.

Key words: Hepatolithiasis, Drainage, Risk factors, Nomogram

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